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I'd really like a good tutorial for combining MCTS with NNs, but this tutorial didn't help me at all really. MCTS is easy enough to learn on its own, but the de
by pixelpoet 9y ago
I'd really like a good tutorial for combining MCTS with NNs, but this tutorial didn't help me at all really. MCTS is easy enough to learn on its own, but the details of connecting it to NN learning is still mysterious to me after having read this.
Of course I could go and study the LeelaZero or minigo code, but I was hoping for a nice readable introduction.
- weavie 9y agoIt's still in early access, but this could be of interest to you : https://www.manning.com/books/deep-learning-and-the-game-of-go https://www.manning.com/books/deep-learning-and-the-game-of-....
- pixelpoet 9y agoThis looks really good, thanks!
- tpm 9y agoI think there is a chapter dedicated to this in the newest draft of Rich Sutton's Reinforcement Learning book, available at his personal page. Haven't read that chapter though.
- pixelpoet 9y agoThanks, after a little digging I was able to find it: http://incompleteideas.net/book/the-book-2nd.html http://incompleteideas.net/book/the-book-2nd.html
- davidfoster 9y agohttps://medium.com/applied-data-science/alphago-zero-explained-in-one-diagram-365f5abf67e0 https://medium.com/applied-data-science/alphago-zero-explain...